Title :
An Algorithm for Fast Computing Positive Region by Incremental Mode
Author :
Yao, Guangshun ; Ren, Qian ; Ma, Lisheng ; Yang, Chuanjian
Author_Institution :
Dept. of Comput. Sci. & Technol., Chuzhou Univ., Chuzhou, China
Abstract :
Based on in-depth study of rough set theory, an equivalent algorithm for computing positive region is proposed and the algorithm divides information system into position region and non-position region. Then, an algorithm for fast computing positive region in incremental condition attribute system is proposed by analysing influence of increased condition attribute to the set of known positive region. The algorithm computes positive region on the basic of originally positive region and improves the computing speed. The theoretical analysis and experimental results show the new algorithm is much more efficient and useful in computing.
Keywords :
rough set theory; fast computing positive region; incremental mode; information system; rough set theory; Algorithm design and analysis; Barium; Computers; Electronic mail; Information science; Information systems; Rough sets;
Conference_Titel :
Pattern Recognition (CCPR), 2010 Chinese Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-7209-3
Electronic_ISBN :
978-1-4244-7210-9
DOI :
10.1109/CCPR.2010.5659123